Completes the F9 family (Cumulative volume) end to end: - Rust core: adl.rs (Accumulation/Distribution Line — cumulative range-weighted volume) and vpt.rs (Volume-Price Trend — cumulative volume scaled by percentage price change). Each with a full Indicator impl, runnable doctest and reference / cumulative-property / warmup / reset / batch==streaming tests. - Python: PyAdl / PyVolumePriceTrend PyO3 classes + module registration + .pyi stubs (no parameters, like OBV/VWAP). - Node: explicit AdlNode and VolumePriceTrendNode; index.d.ts and index.js updated. - WASM: WasmAdl and WasmVolumePriceTrend. - Wiki: Indicator-Adl.md and Indicator-VolumePriceTrend.md plus rows in Indicators-Overview.md and entries in Home.md. cargo fmt + clippy (core/wickra/data/wasm/node) clean; 373 core tests, 25 data tests and 53 doctests green.
180 lines
5.1 KiB
Rust
180 lines
5.1 KiB
Rust
//! Volume-Price Trend.
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use crate::ohlcv::Candle;
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use crate::traits::Indicator;
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/// Volume-Price Trend — a cumulative volume line weighted by percentage price
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/// change.
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///
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/// VPT is a close relative of [`Obv`](crate::Obv), but instead of adding the
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/// full bar volume on every up-close it adds volume scaled by the *size* of
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/// the move:
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///
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/// ```text
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/// VPT_t = VPT_{t−1} + volume_t · (close_t − close_{t−1}) / close_{t−1}
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/// ```
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///
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/// A big move on heavy volume moves the line far; a small move on the same
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/// volume barely nudges it. The running total is unbounded — its slope and its
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/// divergence from price are what carry the signal. The first bar establishes
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/// the baseline at `0`.
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///
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/// # Example
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///
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/// ```
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/// use wickra_core::{Candle, Indicator, VolumePriceTrend};
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///
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/// let mut indicator = VolumePriceTrend::new();
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/// let mut last = None;
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/// for i in 0..80 {
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/// let base = 100.0 + f64::from(i);
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/// let candle =
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/// Candle::new(base, base + 2.0, base - 2.0, base + 1.0, 10.0, i64::from(i)).unwrap();
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/// last = indicator.update(candle);
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/// }
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/// assert!(last.is_some());
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/// ```
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#[derive(Debug, Clone, Default)]
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pub struct VolumePriceTrend {
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prev_close: Option<f64>,
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total: f64,
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has_emitted: bool,
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}
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impl VolumePriceTrend {
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/// Construct a new Volume-Price Trend starting at zero.
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pub const fn new() -> Self {
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Self {
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prev_close: None,
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total: 0.0,
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has_emitted: false,
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}
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}
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/// Current cumulative value if at least one candle has been ingested.
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pub const fn value(&self) -> Option<f64> {
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if self.has_emitted {
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Some(self.total)
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} else {
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None
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}
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}
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}
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impl Indicator for VolumePriceTrend {
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type Input = Candle;
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type Output = f64;
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fn update(&mut self, candle: Candle) -> Option<f64> {
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self.has_emitted = true;
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let Some(prev) = self.prev_close else {
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// The first candle establishes the baseline at 0.
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self.prev_close = Some(candle.close);
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return Some(self.total);
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};
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let roc = if prev == 0.0 {
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// Undefined ratio against a zero previous close.
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0.0
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} else {
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(candle.close - prev) / prev
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};
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self.total += candle.volume * roc;
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self.prev_close = Some(candle.close);
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Some(self.total)
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}
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fn reset(&mut self) {
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self.prev_close = None;
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self.total = 0.0;
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self.has_emitted = false;
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}
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fn warmup_period(&self) -> usize {
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1
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}
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fn is_ready(&self) -> bool {
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self.has_emitted
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}
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fn name(&self) -> &'static str {
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"VPT"
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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use crate::traits::BatchExt;
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use approx::assert_relative_eq;
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fn candle(close: f64, volume: f64, ts: i64) -> Candle {
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Candle::new(close, close, close, close, volume, ts).unwrap()
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}
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#[test]
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fn reference_values() {
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// closes [10, 11, 9], volumes [100, 200, 300]:
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// bar 1: baseline 0.
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// bar 2: VPT += 200 · (11-10)/10 = 20 -> 20.
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// bar 3: VPT += 300 · (9-11)/11 = -600/11 -> 20 - 600/11.
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let mut vpt = VolumePriceTrend::new();
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let out = vpt.batch(&[
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candle(10.0, 100.0, 0),
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candle(11.0, 200.0, 1),
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candle(9.0, 300.0, 2),
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]);
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assert_relative_eq!(out[0].unwrap(), 0.0, epsilon = 1e-12);
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assert_relative_eq!(out[1].unwrap(), 20.0, epsilon = 1e-12);
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assert_relative_eq!(out[2].unwrap(), 20.0 - 600.0 / 11.0, epsilon = 1e-12);
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}
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#[test]
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fn emits_from_first_candle_at_zero() {
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let mut vpt = VolumePriceTrend::new();
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assert_eq!(vpt.warmup_period(), 1);
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assert_eq!(vpt.update(candle(100.0, 50.0, 0)), Some(0.0));
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}
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#[test]
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fn constant_close_keeps_line_flat() {
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// No price change -> no contribution regardless of volume.
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let mut vpt = VolumePriceTrend::new();
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let candles: Vec<Candle> = (0..20).map(|i| candle(100.0, 500.0, i)).collect();
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for v in vpt.batch(&candles).into_iter().flatten() {
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assert_relative_eq!(v, 0.0, epsilon = 1e-12);
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}
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}
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#[test]
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fn reset_clears_state() {
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let mut vpt = VolumePriceTrend::new();
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vpt.batch(&[
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candle(10.0, 100.0, 0),
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candle(11.0, 100.0, 1),
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candle(12.0, 100.0, 2),
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]);
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assert!(vpt.is_ready());
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vpt.reset();
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assert!(!vpt.is_ready());
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assert_eq!(vpt.value(), None);
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}
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#[test]
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fn batch_equals_streaming() {
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let candles: Vec<Candle> = (0..60)
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.map(|i| {
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candle(
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100.0 + (i as f64 * 0.3).sin() * 8.0,
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10.0 + (i % 5) as f64,
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i,
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)
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})
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.collect();
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let batch = VolumePriceTrend::new().batch(&candles);
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let mut b = VolumePriceTrend::new();
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let streamed: Vec<_> = candles.iter().map(|c| b.update(*c)).collect();
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assert_eq!(batch, streamed);
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}
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}
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